| Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey | May 6, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Class-relevant Patch Embedding Selection for Few-Shot Image Classification | May 6, 2024 | Computational Efficiencyfeature selection | —Unverified | 0 |
| A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets | May 4, 2024 | feature selection | CodeCode Available | 0 |
| Joint Optimization of Piecewise Linear Ensembles | May 1, 2024 | feature selectionPrediction | —Unverified | 0 |
| Improved and Explainable Cervical Cancer Classification using Ensemble Pooling of Block Fused Descriptors | May 1, 2024 | Cancer Classificationfeature selection | —Unverified | 0 |
| FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment | May 1, 2024 | feature selectionFederated Learning | —Unverified | 0 |
| GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes | Apr 28, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping | Apr 27, 2024 | Clusteringfeature selection | —Unverified | 0 |
| FairGT: A Fairness-aware Graph Transformer | Apr 26, 2024 | Fairnessfeature selection | CodeCode Available | 0 |
| Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation | Apr 26, 2024 | feature selection | CodeCode Available | 0 |
| Automated Model Selection for Generalized Linear Models | Apr 25, 2024 | feature selectionmodel | —Unverified | 0 |
| Timely Communications for Remote Inference | Apr 25, 2024 | feature selectionScheduling | —Unverified | 0 |
| Interpretable Prediction and Feature Selection for Survival Analysis | Apr 23, 2024 | feature selectionPrediction | —Unverified | 0 |
| Explainable LightGBM Approach for Predicting Myocardial Infarction Mortality | Apr 23, 2024 | feature selectionImputation | CodeCode Available | 0 |
| PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure | Apr 21, 2024 | Attributefeature selection | CodeCode Available | 0 |
| Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning | Apr 21, 2024 | Deep Learningfeature selection | —Unverified | 0 |
| Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data | Apr 18, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Beyond development: Challenges in deploying machine learning models for structural engineering applications | Apr 18, 2024 | feature selection | —Unverified | 0 |
| Lower Limb Movements Recognition Based on Feature Recursive Elimination and Backpropagation Neural Network | Apr 17, 2024 | Action Recognitionfeature selection | —Unverified | 0 |
| Feature selection in linear SVMs via a hard cardinality constraint: a scalable SDP decomposition approach | Apr 15, 2024 | Benchmarkingfeature selection | —Unverified | 0 |
| ALICE: Combining Feature Selection and Inter-Rater Agreeability for Machine Learning Insights | Apr 13, 2024 | feature selection | CodeCode Available | 0 |
| Do We Really Need Imputation in AutoML Predictive Modeling? | Apr 12, 2024 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 0 |
| Quiver Laplacians and Feature Selection | Apr 10, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner | Apr 6, 2024 | Cancer ClassificationDiversity | CodeCode Available | 0 |
| Fast Genetic Algorithm for feature selection -- A qualitative approximation approach | Apr 5, 2024 | Evolutionary Algorithmsfeature selection | —Unverified | 0 |